Quest 7 of 15
Evaluating and procuring AI tools
Compare workplace AI vendors fairly: data handling, integrations, per-seat cost, support, and exit — before signing an enterprise copilot or automation contract.
Start here
This module builds on earlier parts, but every important idea is explained in context. Compare workplace AI vendors fairly: data handling, integrations, per-seat cost, support, and exit — before signing an enterprise copilot or automation contract. As you read, connect each concept to the worked example and ask what a person must still decide.
Big idea
Compare workplace AI vendors fairly: data handling, integrations, per-seat cost, support, and exit — before signing an enterprise copilot or automation contract.
Learn one idea at a time
Read, explore, then mark each idea when you can explain it.
Idea 1 of 9
Define the Business Problem & Owner: Start with the business decision, its owner, and the people affected—not the tool name. For this module, focus on supplier due diligence and procurement controls. A clear owner ensures that the AI tool is treated as a business decision rather than a one-off technology demonstration.
Live interactive diagrams
Tap nodes, stages, or cards to explore — these diagrams match this module’s ideas.
AI vendor diligence path
Shared scorecard before demos.
Choose a deep dive
Open the topics you want to explore. The detail stays folded until you need it.
Deep dive 1Turn policy into a working routine
A South African insurer asks an AI claims-assistant vendor where prompts are processed, how outputs are logged, and how it can export its records if the contract ends. A useful operating routine names who can approve the work, what information may be used, what must be reviewed by a person, and when the team stops or changes course. This makes responsible use practical across busy teams.
Deep dive 2Measure both benefit and guardrails
Contracted service quality and business outcome should be compared with a baseline and paired with a guardrail such as error rate, complaints, security incidents, or unequal outcomes. A positive headline number is not enough if the process creates hidden risk.
Deep dive 3Worked example: Evaluating and procuring AI tools
A South African insurer asks an AI claims-assistant vendor where prompts are processed, how outputs are logged, and how it can export its records if the contract ends. The team wants to move quickly, but no one has documented who approves the AI-supported decision or how unclear data use, lock-in, or unsupported performance claims will be detected. A responsible response is: Set an owner, define a limited pilot, and agree measures and escalation steps. Correct. This creates a safe way to learn while keeping people accountable. Use this case to separate what the technology contributes from what people contribute. The team should compare the intended outcome with a baseline where applicable, record important assumptions, and keep a clear route to correct or stop the process.
Deep dive 4Local check for Evaluating and procuring AI tools
Ask whether the examples, data, and assumptions fit your school, company, or community. Generic demos often miss local names, laws, connectivity, and languages.
Deep dive 5Procuring AI tools
Compare vendors on data handling, integrations, support, and contract exit.
One-minute challenge
Connect this lesson to real life
Name one situation where this idea could help, and one thing a person should still check.
Explore a real-world example
Use the arrows to connect the idea to a visible situation.
Photo example
Evaluating and procuring AI tools: a practical review loop
Problem and owner → limited test → contracted service quality and business outcome and guardrail review → improve, scale, or stop.
Key terms
Tap a term to flip and read the definition.
Optional further learningFree textbooks and trusted online resources
These sources informed the course structure. Use them to revisit a concept or study it in more depth.
Ready check
Tick each idea only when you could explain it without looking back.
Ready for practice? Choose one current business process where supplier due diligence and procurement controls matters. Name the decision owner and one outcome that must not worsen.
Extra context (audience, logistics, curriculum notes)
Built for: For managers and teams adopting AI tools in everyday company work.
Formats: Learn scroll · Practice interactions · Quiz · Optional chat lab
Module 7 — Evaluating and procuring AI tools
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